Shoptera Product Intelligence

The tools have distinct purposes with clear boundaries: lookup_by_gtin for barcode queries, search_products for natural language discovery, and search_products_by_text for exact keyword matching. However, the distinction between search_products and search_products_by_text could cause some confusion as both handle text-based queries, though their descriptions clarify when to use each.

All tool names follow a consistent snake_case pattern with clear verb_noun structure: lookup_by_gtin, search_products, and search_products_by_text. The naming is predictable and readable throughout the set.

With only 3 tools, the set feels thin for a product intelligence server covering price comparison across 2,500+ e-shops. While the tools cover core search functionality, the lack of filtering, sorting, or analysis tools limits the server's scope and utility.

The server has significant gaps in its tool surface. It only provides search/lookup capabilities without any filtering, sorting, price tracking, alerting, or data analysis tools. For a product intelligence domain, this is severely incomplete as agents cannot perform common tasks like price trend analysis or setting up notifications.